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Adaptive Prototype Learning and Allocation for Few-Shot Segmentation


Apr 05, 2021
Gen Li, Varun Jampani, Laura Sevilla-Lara, Deqing Sun, Jonghyun Kim, Joongkyu Kim

* Accepted to CVPR2021 

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There and back again: Cycle consistency across sets for isolating factors of variation


Mar 04, 2021
Kieran A. Murphy, Varun Jampani, Srikumar Ramalingam, Ameesh Makadia


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Infinite Nature: Perpetual View Generation of Natural Scenes from a Single Image


Dec 18, 2020
Andrew Liu, Richard Tucker, Varun Jampani, Ameesh Makadia, Noah Snavely, Angjoo Kanazawa

* Project page at https://infinite-nature.github.io/ 

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NeRD: Neural Reflectance Decomposition from Image Collections


Dec 08, 2020
Mark Boss, Raphael Braun, Varun Jampani, Jonathan T. Barron, Ce Liu, Hendrik P. A. Lensch


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Improving Deep Stereo Network Generalization with Geometric Priors


Aug 25, 2020
Jialiang Wang, Varun Jampani, Deqing Sun, Charles Loop, Stan Birchfield, Jan Kautz


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Generative View Synthesis: From Single-view Semantics to Novel-view Images


Aug 20, 2020
Tewodros Habtegebrial, Varun Jampani, Orazio Gallo, Didier Stricker


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DeepGMR: Learning Latent Gaussian Mixture Models for Registration


Aug 20, 2020
Wentao Yuan, Ben Eckart, Kihwan Kim, Varun Jampani, Dieter Fox, Jan Kautz

* ECCV 2020 spotlight 

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Appearance Consensus Driven Self-Supervised Human Mesh Recovery


Aug 04, 2020
Jogendra Nath Kundu, Mugalodi Rakesh, Varun Jampani, Rahul Mysore Venkatesh, R. Venkatesh Babu

* ECCV 2020 (Oral) 

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Intrinsic Autoencoders for Joint Neural Rendering and Intrinsic Image Decomposition


Jul 01, 2020
Hassan Abu Alhaija, Siva Karthik Mustikovela, Justus Thies, Varun Jampani, Matthias Nießner, Andreas Geiger, Carsten Rother


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From Image Collections to Point Clouds with Self-supervised Shape and Pose Networks


May 05, 2020
K L Navaneet, Ansu Mathew, Shashank Kashyap, Wei-Chih Hung, Varun Jampani, R. Venkatesh Babu

* Accepted to CVPR 2020; Codes are available at https://github.com/val-iisc/ssl_3d_recon 

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Self-Supervised 3D Human Pose Estimation via Part Guided Novel Image Synthesis


Apr 09, 2020
Jogendra Nath Kundu, Siddharth Seth, Varun Jampani, Mugalodi Rakesh, R. Venkatesh Babu, Anirban Chakraborty

* CVPR 2020 (Oral) 

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Self-Supervised Viewpoint Learning From Image Collections


Apr 03, 2020
Siva Karthik Mustikovela, Varun Jampani, Shalini De Mello, Sifei Liu, Umar Iqbal, Carsten Rother, Jan Kautz

* Accepted at CVPR 20 

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Two-shot Spatially-varying BRDF and Shape Estimation


Apr 01, 2020
Mark Boss, Varun Jampani, Kihwan Kim, Hendrik P. A. Lensch, Jan Kautz


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Self-supervised Single-view 3D Reconstruction via Semantic Consistency


Mar 13, 2020
Xueting Li, Sifei Liu, Kihwan Kim, Shalini De Mello, Varun Jampani, Ming-Hsuan Yang, Jan Kautz

* Codes and other resources will be released at: https://sites.google.com/view/unsup-mesh/home 

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SENSE: a Shared Encoder Network for Scene-flow Estimation


Oct 27, 2019
Huaizu Jiang, Deqing Sun, Varun Jampani, Zhaoyang Lv, Erik Learned-Miller, Jan Kautz

* International Conference on Computer Vision 2019 
* ICCV 2019 Oral 

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Learning Propagation for Arbitrarily-structured Data


Sep 25, 2019
Sifei Liu, Xueting Li, Varun Jampani, Shalini De Mello, Jan Kautz

* ICCV 2019 

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Gated-SCNN: Gated Shape CNNs for Semantic Segmentation


Jul 12, 2019
Towaki Takikawa, David Acuna, Varun Jampani, Sanja Fidler

* Project Website: https://nv-tlabs.github.io/GSCNN/ 

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SCOPS: Self-Supervised Co-Part Segmentation


May 03, 2019
Wei-Chih Hung, Varun Jampani, Sifei Liu, Pavlo Molchanov, Ming-Hsuan Yang, Jan Kautz

* Accepted in CVPR 2019. Project page: http://varunjampani.github.io/scops 

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Pixel-Adaptive Convolutional Neural Networks


Apr 10, 2019
Hang Su, Varun Jampani, Deqing Sun, Orazio Gallo, Erik Learned-Miller, Jan Kautz

* CVPR 2019. Video introduction: https://youtu.be/gsQZbHuR64o 

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Boosting segmentation with weak supervision from image-to-image translation


Apr 04, 2019
Eugene Vorontsov, Pavlo Molchanov, Wonmin Byeon, Shalini De Mello, Varun Jampani, Ming-Yu Liu, Samuel Kadoury, Jan Kautz


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Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation


Oct 07, 2018
Anurag Ranjan, Varun Jampani, Kihwan Kim, Deqing Sun, Jonas Wulff, Michael J. Black


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Superpixel Sampling Networks


Jul 26, 2018
Varun Jampani, Deqing Sun, Ming-Yu Liu, Ming-Hsuan Yang, Jan Kautz

* ECCV2018. Project URL: https://varunjampani.github.io/ssn/ 

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Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation


Jul 13, 2018
Huaizu Jiang, Deqing Sun, Varun Jampani, Ming-Hsuan Yang, Erik Learned-Miller, Jan Kautz

* CVPR 2018 
* CVPR 2018 version with minor revisions and supplementary material included. Project page http://jianghz.me/projects/superslomo 

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SPLATNet: Sparse Lattice Networks for Point Cloud Processing


May 09, 2018
Hang Su, Varun Jampani, Deqing Sun, Subhransu Maji, Evangelos Kalogerakis, Ming-Hsuan Yang, Jan Kautz

* Camera-ready, accepted to CVPR 2018 (oral); project website: http://vis-www.cs.umass.edu/splatnet/ 

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Switchable Temporal Propagation Network


May 04, 2018
Sifei Liu, Guangyu Zhong, Shalini De Mello, Jinwei Gu, Varun Jampani, Ming-Hsuan Yang, Jan Kautz


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Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain Randomization


Apr 23, 2018
Jonathan Tremblay, Aayush Prakash, David Acuna, Mark Brophy, Varun Jampani, Cem Anil, Thang To, Eric Cameracci, Shaad Boochoon, Stan Birchfield

* CVPR 2018 Workshop on Autonomous Driving 

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On the Integration of Optical Flow and Action Recognition


Dec 22, 2017
Laura Sevilla-Lara, Yiyi Liao, Fatma Guney, Varun Jampani, Andreas Geiger, Michael J. Black


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Semantic Video CNNs through Representation Warping


Aug 10, 2017
Raghudeep Gadde, Varun Jampani, Peter V. Gehler

* ICCV 2017 

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Video Propagation Networks


Apr 11, 2017
Varun Jampani, Raghudeep Gadde, Peter V. Gehler

* Appearing in Computer Vision and Pattern Recognition, 2017 (CVPR'17) 

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Superpixel Convolutional Networks using Bilateral Inceptions


Aug 08, 2016
Raghudeep Gadde, Varun Jampani, Martin Kiefel, Daniel Kappler, Peter V. Gehler

* European Conference on Computer Vision (ECCV), 2016 

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